Announcing Dash Enterprise 5.2: Jupyter Notebook compatibility, AI integration, and enhanced developer experience.
Analytics
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ChatGPT & Generative AI
Fine-tune your Large Language Models and connect them directly into Dash to create groundbreaking data apps.
ChartGPT
Add your OpenAI API key, upload your CSV file, and ask ChartGPT to plot your data.
Knowledge-Base Explorer with AI
Use Dash with GPT4 to find answers for sepcific articles, urls, videos, and text.
AI-Based Gene Expression Profiling
AI analysis of Thyroid cancer genes and bio-lab results.
Data Visualization & Dashboards
Bubble charts, heatmaps, interactive reports, and more. Explore how to use Dash for data visualization and dashboards.
Clinical Patient Dashboard
Explore clinic patient volume by time of day, waiting time, and care score.
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External APIs
API integrations allow data exchange between multiple systems, keeping data in sync and enhancing productivity. Explore how to Dash enables connection to any API.
HERA Radio Telescope & Weather App
Visualize real-time scientific and geospatial data from the HERA radio telescope array.
Space Exploration App
A real-time app that visualizes various aspects of space activity every 6 hours.
Geospatial
Are you an ArcGIS user or working with shapefiles, geoJSONs, netCDFs, or geoTIFFS? Explore how to utilize Dash for geospatial projects.
World Atlas
Visualize hundreds of indicators across countries in this multi-page app.
CBE Clima Visualization App
Visualize climate data with time series, heatmaps, maps, wind roses, and more.
NOAA Saildrone Missions
Track sail drones deployed by the National Oceanic and Atmospheric Administration.
Image, Video & Audio
Explore how to use Dash for interactive image processing, computer vision, video analysis, and audio engineering.
Music Emotion Recognition
Filter songs by various parameters and run real time frequency analysis.
Vehicle Perception & Computer Vision
A frame-by-frame autonomous vehicle explorer from the Lyft perception dataset in Python.
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Machine Learning
Unlike traditional BI tools, the Dash framework sits on top of machine learning models, giving it its interactive characteristic. Explore how to use Dash for machine learning.
Predicting Housing Prices
Correlate house features with this explainable machine learning app.
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Customer Segmentation
Segmenting telecom customers and predicting churn using random forest classifiers.
Salesforce Explainable AI
An explainable AI dashboard by the Salesforce AI Research group.
Natural Language Processing
If Dash can handle AI and large amounts of data, natural language processing (NLP) is the 'natural' next step. Explore how to put Dash to the test for NLP.
Bank Consumer Complaints
Natural Language Processing and customer segmentation from consumer complaints.
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LDA Topic Analysis
Latent Dirichlet Allocation performed in Python across a scientific paper dataset.
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Predictive Analytics, Forecasting
Traditional BI tools answers, "What happened?". Plotly and Dash answers, "What if?". Explore these examples of Python in predictive analytics and forecasting.
Financial Forecasting
A comparison of 15 Python time series forecasting models across 108 indicators.
Wind Turbine Predictive Maintenance
Example of XGBoost in Python to predict the Remaining Useful Life (RUL) in Wind Turbines.
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Harvard Age Prediction
Chronological age predictors with the tools of deep learning.
Sports Analytics
Kansas City Chiefs utilize Dash for social media analytics, real-time ticket pricing, and predictive analytics for gameday crowds. Explore other ways to use Python and Dash for sports analytics.
NBA Assists
Track NBA assists, shot coordinates, and player performance across multiple seasons.
Bioinformatics & Life Sciences
Singapore Institute for Clinical Sciences (SICS) is not the first to visualize health data through Dash's interactive platform. Explore examples of bioinformatics in a variety of Python and Dash applications, ranging from genomics, public health, clinical trials, 3D images, and more.
Biomolecular Visualization
Visualization of biomolecular interactions in proteins and biological complexes.
Clinical Patient Dashboard
Explore clinic patient volume by time of day, waiting time, and care score.
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National Wastewater Surveillance
A realtime dashboard exploring emerging variants of SARS-CoV-2 in wastewater in Austria.
Business
What do Lululemon, Campbell's, and Colgate have in common? They all use Python and Dash to achieve digital transformation. Explore Dash app examples in business, ranging from customer segmentation, retail demand forecasting, and more.
Bank Consumer Complaints
Natural Language Processing and customer segmentation from consumer complaints.
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Customer Segmentation
Segmenting telecom customers and predicting churn using random forest classifiers.
Energy & Utilities
Uniper uses Dash Enterprise to scale energy trading analytics in a collaborative Azure Databricks notebook environment. Explore other examples of Python Dash applications for energy and utilities use cases.
European Power Flow
Visualization of the European transmission network with the PyPSA-Eur package.
LAS Well Data
Visualizing Log ASCII Standard (LAS) data in Python for well drilling applications.
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Finance
Dash helps financial organizations like S&P Global, Liberty Mutual, Santander adapt to market trends and stay ahead of competition. Explore examples of Python and Dash in finance, ranging from quantitative analysis, machine learning, portfolio optimization, and NLP.
Predicting House Prices
Correlate house features with this explainable machine learning app.
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Efficient Frontier Portfolios
Portfolio optimization with efficient frontier analysis.
Quantitative Analysis
A beautiful, interactive quantitative analysis report by a quant at Credit Suisse.
Manufacturing & R&D
Organizations are searching for tools to accelerate data-driven decision-making. Dash is here to help. Explore Python applications for manufacturing and research and development, ranging from laboratory data collection, IoT, real-time dashboards, and more.
Manufacturing SPC App
Monitoring real-time process quality with statistical process control in Python.
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Wind Turbine Predictive Maintenance
Example of XGBoost in Python to predict the Remaining Useful Life (RUL) in Wind Turbines.
Product Environmental Report
The environmental impact of Thermoplan’s coffee machines in full transparency.
Science & Engineering
The right tools can accelerate scientific advancements by gathering large amounts of data, facilitating research, and finding insights. Explore Dash app examples in science and engineering, including finite element method, contract for difference, physics modeling, and simulations, and more.
Berkeley Materials Project
Over 200,000 scientists use Materials Project to analyze over 140K materials across 14 apps.
Silicon Furnace Model
Python Finite Element Model (FEM) simulations of a silicon furnace.
Airfoil CFD Design
Example of Python AeroSandbox for computational fluid dynamics in Python.